diff --git a/boards/arm/mimxrt685_evk/mimxrt685_evk_cm33.yaml b/boards/arm/mimxrt685_evk/mimxrt685_evk_cm33.yaml
index 69904945e3d..21aaa88535b 100644
--- a/boards/arm/mimxrt685_evk/mimxrt685_evk_cm33.yaml
+++ b/boards/arm/mimxrt685_evk/mimxrt685_evk_cm33.yaml
@@ -21,6 +21,7 @@ supported:
   - arduino_spi
   - counter
   - dma
+  - pwm
   - gpio
   - hwinfo
   - i2c
diff --git a/samples/arch/smp/pktqueue/sample.yaml b/samples/arch/smp/pktqueue/sample.yaml
index 65f9a6f0160..685de5cfd8f 100644
--- a/samples/arch/smp/pktqueue/sample.yaml
+++ b/samples/arch/smp/pktqueue/sample.yaml
@@ -26,3 +26,5 @@ tests:
       - m5stickc_plus
       - odroid_go
       - olimex_esp32_evb
+    integration_platforms:
+      - qemu_x86_64
diff --git a/samples/basic/button/sample.yaml b/samples/basic/button/sample.yaml
index d4d7372a265..b0c748d6be2 100644
--- a/samples/basic/button/sample.yaml
+++ b/samples/basic/button/sample.yaml
@@ -6,5 +6,7 @@ tests:
       - button
       - gpio
     filter: dt_enabled_alias_with_parent_compat("sw0", "gpio-keys")
+    integration_platforms:
+      - nrf52833dk_nrf52820
     depends_on: gpio
     harness: button
diff --git a/samples/basic/fade_led/sample.yaml b/samples/basic/fade_led/sample.yaml
index 0a00957a144..f141f4abfc3 100644
--- a/samples/basic/fade_led/sample.yaml
+++ b/samples/basic/fade_led/sample.yaml
@@ -8,3 +8,5 @@ tests:
     depends_on: pwm
     harness: led
     filter: dt_alias_exists("pwm-led0") and dt_compat_enabled("pwm-leds")
+    integration_platforms:
+      - nrf51dk_nrf51422
diff --git a/samples/basic/rgb_led/sample.yaml b/samples/basic/rgb_led/sample.yaml
index fb354ce5ae2..e45dda1a1b1 100644
--- a/samples/basic/rgb_led/sample.yaml
+++ b/samples/basic/rgb_led/sample.yaml
@@ -2,10 +2,12 @@ sample:
   name: RGB LED
 tests:
   sample.basic.rgb_led:
-    filter: dt_alias_exists("red-pwm-led") and dt_alias_exists("green-pwm-led") and
-      dt_alias_exists("blue-pwm-led")
+    filter: dt_alias_exists("red-pwm-led") and dt_alias_exists("green-pwm-led")
+      and dt_alias_exists("blue-pwm-led")
     tags:
       - drivers
       - pwm
     depends_on: pwm
     harness: led
+    integration_platforms:
+      - nrf52840_mdk
diff --git a/samples/basic/servo_motor/sample.yaml b/samples/basic/servo_motor/sample.yaml
index 955c77f42db..08eda429f0f 100644
--- a/samples/basic/servo_motor/sample.yaml
+++ b/samples/basic/servo_motor/sample.yaml
@@ -8,3 +8,5 @@ tests:
     depends_on: pwm
     harness: motor
     filter: dt_compat_enabled("pwm-servo")
+    integration_platforms:
+      - bbc_microbit
diff --git a/samples/basic/threads/sample.yaml b/samples/basic/threads/sample.yaml
index 0e4446733b8..d76669c9263 100644
--- a/samples/basic/threads/sample.yaml
+++ b/samples/basic/threads/sample.yaml
@@ -9,6 +9,8 @@ tests:
       - gpio
     filter: dt_enabled_alias_with_parent_compat("led0", "gpio-leds") and
             dt_enabled_alias_with_parent_compat("led1", "gpio-leds")
+    integration_platforms:
+      - nrf52833dk_nrf52820
     depends_on: gpio
     harness: console
     harness_config:
diff --git a/samples/boards/stm32/power_mgmt/blinky/sample.yaml b/samples/boards/stm32/power_mgmt/blinky/sample.yaml
index 3e9acdc21d0..103f204a189 100644
--- a/samples/boards/stm32/power_mgmt/blinky/sample.yaml
+++ b/samples/boards/stm32/power_mgmt/blinky/sample.yaml
@@ -14,3 +14,5 @@ tests:
             dt_enabled_alias_with_parent_compat("led0", "gpio-leds") and
             dt_compat_enabled("st,stm32-lptim")
     extra_args: "CONFIG_DEBUG=y"
+    integration_platforms:
+      - nucleo_wb55rg
diff --git a/samples/drivers/auxdisplay/sample.yaml b/samples/drivers/auxdisplay/sample.yaml
index ea40db195e3..33d7c88412f 100644
--- a/samples/drivers/auxdisplay/sample.yaml
+++ b/samples/drivers/auxdisplay/sample.yaml
@@ -5,3 +5,5 @@ tests:
   sample.drivers.auxdisplay:
     tags: auxdisplay
     platform_allow: nucleo_f746zg
+    integration_platforms:
+      - nucleo_f746zg
diff --git a/samples/drivers/can/babbling/sample.yaml b/samples/drivers/can/babbling/sample.yaml
index f34f523ec5e..8a52e4f59cb 100644
--- a/samples/drivers/can/babbling/sample.yaml
+++ b/samples/drivers/can/babbling/sample.yaml
@@ -5,6 +5,8 @@ tests:
     tags: can
     depends_on: can
     filter: dt_chosen_enabled("zephyr,canbus")
+    integration_platforms:
+      - native_posix
     harness: console
     harness_config:
       type: one_line
diff --git a/samples/drivers/can/counter/sample.yaml b/samples/drivers/can/counter/sample.yaml
index f220df376e3..20f609d0c36 100644
--- a/samples/drivers/can/counter/sample.yaml
+++ b/samples/drivers/can/counter/sample.yaml
@@ -4,6 +4,8 @@ tests:
   sample.drivers.can.counter:
     tags: can
     depends_on: can
+    integration_platforms:
+      - native_posix
     filter: dt_chosen_enabled("zephyr,canbus") and not dt_compat_enabled("kvaser,pcican")
     harness: console
     harness_config:
diff --git a/samples/drivers/clock_control_xec/sample.yaml b/samples/drivers/clock_control_xec/sample.yaml
index 67e21be4ee2..d2977fa49b2 100644
--- a/samples/drivers/clock_control_xec/sample.yaml
+++ b/samples/drivers/clock_control_xec/sample.yaml
@@ -3,7 +3,6 @@ sample:
   name: XEC clock control sample
 tests:
   sample.drivers.clock_control_xec:
-    build_only: true
     tags: clock_control
     platform_allow:
       - mec172xevb_assy6906
diff --git a/samples/drivers/crypto/sample.yaml b/samples/drivers/crypto/sample.yaml
index 25c6d8e0bd6..9712990b4d9 100644
--- a/samples/drivers/crypto/sample.yaml
+++ b/samples/drivers/crypto/sample.yaml
@@ -38,6 +38,8 @@ tests:
     tags: crypto
     filter: dt_compat_enabled("st,stm32-aes") or dt_compat_enabled("st,stm32-cryp")
     extra_args: CONF_FILE=prj_stm32.conf
+    integration_platforms:
+      - stm32l562e_dk
     harness: console
     harness_config:
       type: multi_line
diff --git a/samples/drivers/dac/sample.yaml b/samples/drivers/dac/sample.yaml
index fe2b38e8a45..902371a1805 100644
--- a/samples/drivers/dac/sample.yaml
+++ b/samples/drivers/dac/sample.yaml
@@ -42,6 +42,8 @@ tests:
       - stm32l562e_dk
       - twr_ke18f
     depends_on: dac
+    integration_platforms:
+      - nucleo_l152re
     harness: console
     harness_config:
       type: one_line
diff --git a/samples/drivers/flash_shell/sample.yaml b/samples/drivers/flash_shell/sample.yaml
index d914358dd15..2734a63c7de 100644
--- a/samples/drivers/flash_shell/sample.yaml
+++ b/samples/drivers/flash_shell/sample.yaml
@@ -15,3 +15,5 @@ tests:
       - arduino_giga_r1_m4
     harness: keyboard
     min_ram: 12
+    integration_platforms:
+      - qemu_x86
diff --git a/samples/drivers/led_ws2812/sample.yaml b/samples/drivers/led_ws2812/sample.yaml
index d2673b6c45d..3add7297b33 100644
--- a/samples/drivers/led_ws2812/sample.yaml
+++ b/samples/drivers/led_ws2812/sample.yaml
@@ -7,3 +7,5 @@ tests:
     filter: dt_compat_enabled("worldsemi,ws2812-spi")
     harness_config:
       fixture: fixture_led_ws2812
+    integration_platforms:
+      - mimxrt1050_evk
diff --git a/samples/drivers/ps2/sample.yaml b/samples/drivers/ps2/sample.yaml
index 82e105a0c0e..334d59bda68 100644
--- a/samples/drivers/ps2/sample.yaml
+++ b/samples/drivers/ps2/sample.yaml
@@ -5,6 +5,8 @@ tests:
     tags:
       - drivers
       - ps2
+    integration_platforms:
+      - mec172xmodular_assy6930
     harness: console
     harness_config:
       type: multi_line
diff --git a/samples/modules/tflite-micro/magic_wand/sample.yaml b/samples/modules/tflite-micro/magic_wand/sample.yaml
index d65a61ee2f7..b67a9f9dea9 100644
--- a/samples/modules/tflite-micro/magic_wand/sample.yaml
+++ b/samples/modules/tflite-micro/magic_wand/sample.yaml
@@ -6,5 +6,7 @@ tests:
     platform_allow: litex_vexriscv
     build_only: true
     tags: tensorflow
+    integration_platforms:
+      - litex_vexriscv
     modules:
       - tflite-micro
diff --git a/samples/modules/thrift/hello/client/sample.yaml b/samples/modules/thrift/hello/client/sample.yaml
index bfdeb2e0bba..64ba41fe5e1 100644
--- a/samples/modules/thrift/hello/client/sample.yaml
+++ b/samples/modules/thrift/hello/client/sample.yaml
@@ -12,6 +12,8 @@ common:
   platform_allow:
     - mps2_an385
     - qemu_x86_64
+  integration_platforms:
+    - qemu_x86_64
   filter: CONFIG_FULL_LIBCPP_SUPPORTED
 tests:
   sample.thrift.hello.client.binaryProtocol: {}
diff --git a/samples/modules/thrift/hello/server/sample.yaml b/samples/modules/thrift/hello/server/sample.yaml
index b4dbfed93aa..16b70a6b710 100644
--- a/samples/modules/thrift/hello/server/sample.yaml
+++ b/samples/modules/thrift/hello/server/sample.yaml
@@ -12,6 +12,8 @@ common:
   platform_allow:
     - mps2_an385
     - qemu_x86_64
+  integration_platforms:
+    - qemu_x86_64
   filter: CONFIG_FULL_LIBCPP_SUPPORTED
 tests:
   sample.thrift.hello.server.binaryProtocol: {}
diff --git a/samples/net/dsa/sample.yaml b/samples/net/dsa/sample.yaml
index 4de332936a3..fd4d4c3c867 100644
--- a/samples/net/dsa/sample.yaml
+++ b/samples/net/dsa/sample.yaml
@@ -1,14 +1,13 @@
+sample:
+  description: Test DSA functionality
+  name: DSA sample app
 common:
   harness: net
   tags:
     - net
     - dsa
-sample:
-  description: Test DSA functionality
-  name: DSA sample app
 tests:
   sample.net.dsa:
     build_only: true
     platform_allow: ip_k66f
     depends_on: netif
-    tags: tests
diff --git a/samples/net/stats/sample.yaml b/samples/net/stats/sample.yaml
index 0aacd87bde9..8ef6e3657f0 100644
--- a/samples/net/stats/sample.yaml
+++ b/samples/net/stats/sample.yaml
@@ -9,3 +9,5 @@ tests:
       - net
       - statistics
     depends_on: netif
+    integration_platforms:
+      - qemu_x86
diff --git a/samples/sensor/proximity_polling/sample.yaml b/samples/sensor/proximity_polling/sample.yaml
index b29235043db..8a5d8bb9307 100644
--- a/samples/sensor/proximity_polling/sample.yaml
+++ b/samples/sensor/proximity_polling/sample.yaml
@@ -8,5 +8,4 @@ tests:
       - proximity
     filter: dt_alias_exists("prox-sensor0")
     integration_platforms:
-      - "reel_board_v2" # PHYTEC reel board v2
-      - "reel_board"    # PHYTEC reel board
+      - nrf52840dk_nrf52840
diff --git a/samples/subsys/debug/gdbstub/sample.yaml b/samples/subsys/debug/gdbstub/sample.yaml
index 6709029d6f6..5f75a801541 100644
--- a/samples/subsys/debug/gdbstub/sample.yaml
+++ b/samples/subsys/debug/gdbstub/sample.yaml
@@ -10,4 +10,6 @@ tests:
   sample.debug.gdbstub:
     build_only: true
     platform_allow: qemu_x86
-    tags: debug
+    tags:
+      - debug
+      - gdbstub
diff --git a/samples/subsys/logging/dictionary/sample.yaml b/samples/subsys/logging/dictionary/sample.yaml
index ad3a1315e64..e5cc1f3be74 100644
--- a/samples/subsys/logging/dictionary/sample.yaml
+++ b/samples/subsys/logging/dictionary/sample.yaml
@@ -8,8 +8,6 @@ tests:
     integration_platforms:
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
-      - qemu_cortex_a53_smp
   sample.logger.basic.dictionary.fpu:
     build_only: true
     tags: logging
@@ -19,8 +17,6 @@ tests:
     integration_platforms:
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
-      - qemu_cortex_a53_smp
   sample.logger.basic.dictionary.fpu.long_double:
     build_only: true
     tags: logging
@@ -31,8 +27,6 @@ tests:
     integration_platforms:
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
-      - qemu_cortex_a53_smp
   sample.logger.basic.dictionary.uart_async_frontend:
     build_only: true
     tags: logging
@@ -54,8 +48,6 @@ tests:
     integration_platforms:
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
-      - qemu_cortex_a53_smp
     extra_configs:
       - CONFIG_LOG_BACKEND_UART=n
       - CONFIG_LOG_BACKEND_RTT=n
diff --git a/samples/subsys/logging/syst/sample.yaml b/samples/subsys/logging/syst/sample.yaml
index b0d148132b4..4501d5740e3 100644
--- a/samples/subsys/logging/syst/sample.yaml
+++ b/samples/subsys/logging/syst/sample.yaml
@@ -17,8 +17,6 @@ tests:
     integration_platforms:
       - mps2_an385
       - qemu_x86
-      - sam_e70_xplained
-      - qemu_cortex_a53
     extra_args: OVERLAY_CONFIG=overlay_deferred.conf
     harness: console
     harness_config:
@@ -39,10 +37,8 @@ tests:
     toolchain_exclude: xcc
     extra_args: OVERLAY_CONFIG=overlay_immediate.conf
     integration_platforms:
-      - mps2_an385
       - qemu_x86
       - sam_e70_xplained
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: multi_line
@@ -56,10 +52,8 @@ tests:
     toolchain_exclude: xcc
     extra_args: OVERLAY_CONFIG=overlay_deferred.conf
     integration_platforms:
-      - mps2_an385
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: one_line
@@ -72,10 +66,8 @@ tests:
   sample.logger.syst.catalog.immediate:
     toolchain_exclude: xcc
     integration_platforms:
-      - mps2_an385
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: one_line
@@ -89,11 +81,8 @@ tests:
     toolchain_exclude: xcc
     extra_args: OVERLAY_CONFIG=overlay_deferred.conf
     integration_platforms:
-      - mps2_an385
       - qemu_x86
       - qemu_x86_64
-      - sam_e70_xplained
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: one_line
@@ -108,9 +97,6 @@ tests:
     integration_platforms:
       - mps2_an385
       - qemu_x86
-      - qemu_x86_64
-      - sam_e70_xplained
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: one_line
@@ -124,10 +110,8 @@ tests:
     toolchain_exclude: xcc
     extra_args: OVERLAY_CONFIG=overlay_deferred.conf
     integration_platforms:
-      - mps2_an385
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: one_line
@@ -141,10 +125,8 @@ tests:
   sample.logger.syst.catalog.immediate_cpp:
     toolchain_exclude: xcc
     integration_platforms:
-      - mps2_an385
       - qemu_x86
       - qemu_x86_64
-      - qemu_cortex_a53
     harness: console
     harness_config:
       type: one_line
diff --git a/samples/subsys/nvs/sample.yaml b/samples/subsys/nvs/sample.yaml
index d8a7d6339af..e2249e9f3eb 100644
--- a/samples/subsys/nvs/sample.yaml
+++ b/samples/subsys/nvs/sample.yaml
@@ -3,9 +3,11 @@ sample:
 
 tests:
   sample.nvs.basic:
-    tags: settings
+    tags: nvs
     depends_on: nvs
     platform_exclude: qemu_x86
+    integration_platforms:
+      - nrf52dk_nrf52832
     harness: console
     harness_config:
       type: multi_line
diff --git a/samples/subsys/tracing/sample.yaml b/samples/subsys/tracing/sample.yaml
index a4487e51e3c..3306ef65a16 100644
--- a/samples/subsys/tracing/sample.yaml
+++ b/samples/subsys/tracing/sample.yaml
@@ -11,6 +11,8 @@ common:
 tests:
   sample.tracing.user:
     extra_args: CONF_FILE="prj_user.conf"
+    integration_platforms:
+      - qemu_x86
   sample.tracing.format.sysview:
     platform_allow:
       - nrf52840dk_nrf52840
diff --git a/samples/subsys/zbus/dyn_channel/sample.yaml b/samples/subsys/zbus/dyn_channel/sample.yaml
index f299ac7c58e..478516474f1 100644
--- a/samples/subsys/zbus/dyn_channel/sample.yaml
+++ b/samples/subsys/zbus/dyn_channel/sample.yaml
@@ -66,3 +66,6 @@ common:
 tests:
   sample.zbus.dyn_channel:
     tags: zbus
+    integration_platforms:
+      - qemu_x86
+      - mps2_an521
diff --git a/samples/subsys/zbus/hello_world/sample.yaml b/samples/subsys/zbus/hello_world/sample.yaml
index 89dd9a408dd..35d40ed9fe2 100644
--- a/samples/subsys/zbus/hello_world/sample.yaml
+++ b/samples/subsys/zbus/hello_world/sample.yaml
@@ -30,6 +30,8 @@ tests:
       - xtensa
     platform_exclude: qemu_leon3
     tags: zbus
+    integration_platforms:
+      - qemu_x86
   sample.zbus.hello_world_no_iterable_sections:
     harness: console
     harness_config:
diff --git a/samples/subsys/zbus/runtime_obs_registration/sample.yaml b/samples/subsys/zbus/runtime_obs_registration/sample.yaml
index 21b50d620df..823ed8cf17b 100644
--- a/samples/subsys/zbus/runtime_obs_registration/sample.yaml
+++ b/samples/subsys/zbus/runtime_obs_registration/sample.yaml
@@ -3,6 +3,8 @@ sample:
 tests:
   sample.zbus.runtime_os_registration:
     min_ram: 16
+    integration_platforms:
+      - qemu_x86
     harness: console
     harness_config:
       type: multi_line
diff --git a/samples/subsys/zbus/work_queue/sample.yaml b/samples/subsys/zbus/work_queue/sample.yaml
index a9267f9f355..64981c4c41a 100644
--- a/samples/subsys/zbus/work_queue/sample.yaml
+++ b/samples/subsys/zbus/work_queue/sample.yaml
@@ -3,6 +3,8 @@ sample:
 common:
   tags: zbus
   harness: console
+  integration_platforms:
+    - qemu_x86
   harness_config:
     type: multi_line
     ordered: false
diff --git a/tests/arch/arm/arm_irq_zero_latency_levels/testcase.yaml b/tests/arch/arm/arm_irq_zero_latency_levels/testcase.yaml
index 2b6bcbd92d6..b2cd459d1d3 100644
--- a/tests/arch/arm/arm_irq_zero_latency_levels/testcase.yaml
+++ b/tests/arch/arm/arm_irq_zero_latency_levels/testcase.yaml
@@ -8,5 +8,9 @@ common:
 tests:
   arch.arm.irq_zero_latency_levels:
     filter: not CONFIG_TRUSTED_EXECUTION_NONSECURE
+    integration_platforms:
+      - mps2_an521_remote
   arch.arm.irq_zero_latency_levels.secure_fw:
     filter: CONFIG_TRUSTED_EXECUTION_SECURE
+    integration_platforms:
+      - mps2_an521
diff --git a/tests/arch/arm/arm_sw_vector_relay/testcase.yaml b/tests/arch/arm/arm_sw_vector_relay/testcase.yaml
index d1397b6566d..37433433d91 100644
--- a/tests/arch/arm/arm_sw_vector_relay/testcase.yaml
+++ b/tests/arch/arm/arm_sw_vector_relay/testcase.yaml
@@ -1,5 +1,8 @@
 tests:
   arch.arm.sw_vector_relay:
     filter: CONFIG_ARMV6_M_ARMV8_M_BASELINE or CONFIG_ARMV7_M_ARMV8_M_MAINLINE
-    tags: arm
+    tags:
+      - vector_relay
     arch_allow: arm
+    integration_platforms:
+      - mps2_an385
diff --git a/tests/arch/arm/arm_thread_swap_tz/testcase.yaml b/tests/arch/arm/arm_thread_swap_tz/testcase.yaml
index ccc2eca105e..f8bbbc8dd93 100644
--- a/tests/arch/arm/arm_thread_swap_tz/testcase.yaml
+++ b/tests/arch/arm/arm_thread_swap_tz/testcase.yaml
@@ -11,6 +11,8 @@ tests:
     platform_exclude:
       - mps3_an547_ns
       - nucleo_l552ze_q_ns
+    integration_platforms:
+      - mps2_an521_ns
   arch.arm.swap.tz_off:
     extra_configs:
       - CONFIG_ARM_NONSECURE_PREEMPTIBLE_SECURE_CALLS=n
@@ -18,3 +20,5 @@ tests:
     platform_exclude:
       - mps3_an547_ns
       - nucleo_l552ze_q_ns
+    integration_platforms:
+      - mps2_an521_ns
diff --git a/tests/arch/arm/arm_tz_wrap_func/testcase.yaml b/tests/arch/arm/arm_tz_wrap_func/testcase.yaml
index 2cd1329421d..ef0e1eda7db 100644
--- a/tests/arch/arm/arm_tz_wrap_func/testcase.yaml
+++ b/tests/arch/arm/arm_tz_wrap_func/testcase.yaml
@@ -6,3 +6,5 @@ tests:
       - tz_ns
       - tz_wrap_func
     filter: CONFIG_CPU_CORTEX_M
+    integration_platforms:
+      - mps2_an385
diff --git a/tests/benchmarks/app_kernel/testcase.yaml b/tests/benchmarks/app_kernel/testcase.yaml
index e54ec1e2d3a..085ec0a32dc 100644
--- a/tests/benchmarks/app_kernel/testcase.yaml
+++ b/tests/benchmarks/app_kernel/testcase.yaml
@@ -25,7 +25,6 @@ tests:
       - llvm
       - oneApi
     integration_platforms:
-      - mps2_an385
       - qemu_x86
   benchmark.kernel.application.fp.x86.no_sse:
     extra_args: CONF_FILE=prj_fp.conf
diff --git a/tests/crypto/rand32/testcase.yaml b/tests/crypto/rand32/testcase.yaml
index 8d7348d3c0f..c2fd12f069f 100644
--- a/tests/crypto/rand32/testcase.yaml
+++ b/tests/crypto/rand32/testcase.yaml
@@ -3,21 +3,27 @@ common:
     - crypto
     - random
     - security
-  integration_platforms:
-    - qemu_x86
 tests:
   crypto.rand32:
     min_ram: 16
+    integration_platforms:
+      - qemu_x86
   crypto.rand32.random_sw_systimer:
     extra_args: CONF_FILE=prj_sw_random_systimer.conf
+    integration_platforms:
+      - qemu_x86
   crypto.rand32.random_hw_xoshiro:
     extra_args: CONF_FILE=prj_hw_random_xoshiro.conf
     filter: CONFIG_ENTROPY_HAS_DRIVER
     min_ram: 16
+    integration_platforms:
+      - native_posix
   crypto.rand32.random_ctr_drbg:
     extra_args: CONF_FILE=prj_ctr_drbg.conf
     filter: CONFIG_ENTROPY_HAS_DRIVER
     min_ram: 16
+    integration_platforms:
+      - native_posix
   drivers.rand32.random_psa_crypto:
     filter: CONFIG_BUILD_WITH_TFM
     extra_args:
@@ -25,3 +31,5 @@ tests:
       - CONF_FILE=prj_hw_random_psa_crypto.conf
     tags:
       - psa-crypto
+    integration_platforms:
+      - nrf5340dk_nrf5340_cpuapp_ns
diff --git a/tests/drivers/build_all/pwm/prj.conf b/tests/drivers/build_all/pwm/prj.conf
index 9ef85cf462e..346c909b60c 100644
--- a/tests/drivers/build_all/pwm/prj.conf
+++ b/tests/drivers/build_all/pwm/prj.conf
@@ -1,3 +1 @@
-CONFIG_TEST=y
-CONFIG_TEST_USERSPACE=y
 CONFIG_PWM=y
diff --git a/tests/drivers/flash/common/testcase.yaml b/tests/drivers/flash/common/testcase.yaml
index 7172fc1559c..942589ec3ec 100644
--- a/tests/drivers/flash/common/testcase.yaml
+++ b/tests/drivers/flash/common/testcase.yaml
@@ -38,6 +38,8 @@ tests:
     build_only: true
     filter: (CONFIG_FLASH_HAS_DRIVER_ENABLED and CONFIG_TRUSTED_EXECUTION_NONSECURE
       and dt_label_with_parent_compat_enabled("slot1_ns_partition", "fixed-partitions"))
+    integration_platforms:
+      - nrf9161dk_nrf9161_ns
   drivers.flash.mcux:
     platform_allow:
       - mimxrt1060_evk
diff --git a/tests/kernel/context/testcase.yaml b/tests/kernel/context/testcase.yaml
index 5fac722f4f2..4baa4e7102b 100644
--- a/tests/kernel/context/testcase.yaml
+++ b/tests/kernel/context/testcase.yaml
@@ -3,6 +3,7 @@ tests:
     tags: kernel
     extra_configs:
       - CONFIG_TEST_EXTRA_STACK_SIZE=1024
+    min_ram: 16
   kernel.context.linker_generator:
     platform_allow: qemu_cortex_m3
     tags:
diff --git a/tests/kernel/fatal/exception/testcase.yaml b/tests/kernel/fatal/exception/testcase.yaml
index 8d87242ec31..c325a84166b 100644
--- a/tests/kernel/fatal/exception/testcase.yaml
+++ b/tests/kernel/fatal/exception/testcase.yaml
@@ -23,6 +23,8 @@ tests:
       - fpu
       - kernel
       - userspace
+    integration_platforms:
+      - mps2_an385
   kernel.common.stack_protection_armv8m_mpu_stack_guard:
     extra_args: CONF_FILE=prj_armv8m_mpu_stack_guard.conf
     filter: CONFIG_ARM_MPU and CONFIG_ARMV8_M_MAINLINE
@@ -30,8 +32,12 @@ tests:
     tags:
       - kernel
       - userspace
+    integration_platforms:
+      - mps2_an385
   kernel.common.stack_sentinel:
     extra_args: CONF_FILE=sentinel.conf
     # FIXME: See issue #39948
     platform_exclude: qemu_cortex_a9
     tags: kernel
+    integration_platforms:
+      - qemu_x86
diff --git a/tests/kernel/fpu_sharing/generic/testcase.yaml b/tests/kernel/fpu_sharing/generic/testcase.yaml
index 80bee14cfd7..64a32845511 100644
--- a/tests/kernel/fpu_sharing/generic/testcase.yaml
+++ b/tests/kernel/fpu_sharing/generic/testcase.yaml
@@ -1,6 +1,7 @@
 tests:
   kernel.fpu_sharing.generic.arc:
     extra_args: PI_NUM_ITERATIONS=500
+    arch_allow: arc
     filter: CONFIG_ISA_ARCV2 and CONFIG_CPU_HAS_FPU
     slow: true
     tags:
@@ -12,6 +13,7 @@ tests:
     extra_args: PI_NUM_ITERATIONS=70000
     filter: CONFIG_ARMV7_M_ARMV8_M_FP or CONFIG_ARMV7_R_FP
     slow: true
+    arch_allow: arm
     tags:
       - fpu
       - kernel
diff --git a/tests/kernel/mem_protect/mem_map/testcase.yaml b/tests/kernel/mem_protect/mem_map/testcase.yaml
index 949e663d5b0..ff42310403b 100644
--- a/tests/kernel/mem_protect/mem_map/testcase.yaml
+++ b/tests/kernel/mem_protect/mem_map/testcase.yaml
@@ -9,13 +9,20 @@ tests:
     extra_sections: _TRANSPLANTED_FUNC
     extra_args: CONFIG_COMMON_LIBC_MALLOC_ARENA_SIZE=0
     platform_exclude: qemu_x86_64
+    integration_platforms:
+      - qemu_x86
   kernel.memory_protection.mem_map.x86_64:
     filter: CONFIG_MMU and CONFIG_X86_64 and not CONFIG_COVERAGE
     extra_sections: _TRANSPLANTED_FUNC
+    integration_platforms:
+      - qemu_x86_64
   kernel.memory_protection.mem_map.x86_64.coverage:
     filter: CONFIG_MMU and CONFIG_X86_64 and CONFIG_COVERAGE
     extra_sections: _TRANSPLANTED_FUNC
-    extra_args: EXTRA_CFLAGS=-DSKIP_EXECUTE_TESTS
+    extra_args:
+      - EXTRA_CFLAGS=-DSKIP_EXECUTE_TESTS
+    extra_configs:
+      - CONFIG_COVERAGE=y
     platform_allow: qemu_x86_64
   kernel.memory_protection.mem_map.x86_64.coverage.exec:
     filter: CONFIG_MMU and CONFIG_X86_64 and CONFIG_COVERAGE
diff --git a/tests/kernel/mp/testcase.yaml b/tests/kernel/mp/testcase.yaml
index 010587381c1..65c98f378d0 100644
--- a/tests/kernel/mp/testcase.yaml
+++ b/tests/kernel/mp/testcase.yaml
@@ -4,3 +4,5 @@ tests:
       - kernel
       - smp
     filter: CONFIG_MP_MAX_NUM_CPUS > 1
+    depends_on:
+      - smp
diff --git a/tests/kernel/spinlock/testcase.yaml b/tests/kernel/spinlock/testcase.yaml
index 087cfde3662..ed03f11cd37 100644
--- a/tests/kernel/spinlock/testcase.yaml
+++ b/tests/kernel/spinlock/testcase.yaml
@@ -4,5 +4,6 @@ tests:
       - kernel
       - smp
       - spinlock
-    filter: CONFIG_SMP and CONFIG_MP_MAX_NUM_CPUS > 1 and CONFIG_MP_MAX_NUM_CPUS <=
-      4
+    filter: CONFIG_SMP and CONFIG_MP_MAX_NUM_CPUS > 1 and CONFIG_MP_MAX_NUM_CPUS <= 4
+    depends_on:
+      - smp
diff --git a/tests/kernel/workq/critical/testcase.yaml b/tests/kernel/workq/critical/testcase.yaml
index d87aaca4ce4..822e6d2af99 100644
--- a/tests/kernel/workq/critical/testcase.yaml
+++ b/tests/kernel/workq/critical/testcase.yaml
@@ -6,10 +6,14 @@ tests:
   kernel.workqueue.critical:
     platform_exclude: nsim_sem_mpu_stack_guard
     filter: not CONFIG_WDT_SAM
+    integration_platforms:
+      - qemu_x86
   kernel.workqueue.critical.sam:
     filter: CONFIG_WDT_SAM
     extra_configs:
       - CONFIG_WDT_DISABLE_AT_BOOT=y
+    integration_platforms:
+      - sam_e70_xplained
   kernel.workqueue.critical.nsim:
     platform_allow: nsim_sem_mpu_stack_guard
     extra_configs:
diff --git a/tests/lib/cbprintf_package/testcase.yaml b/tests/lib/cbprintf_package/testcase.yaml
index d5145901f1d..61654bc1187 100644
--- a/tests/lib/cbprintf_package/testcase.yaml
+++ b/tests/lib/cbprintf_package/testcase.yaml
@@ -3,18 +3,20 @@ common:
     - qemu
     - native
   tags: cbprintf
-  integration_platforms:
-    - native_posix
   min_flash: 48
 tests:
   libraries.cbprintf_package:
     extra_configs:
       - CONFIG_CBPRINTF_COMPLETE=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_no_generic:
     extra_configs:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_COMPILER_OPT="-DZ_C_GENERIC=0"
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_fp:
     filter: CONFIG_CPU_HAS_FPU
@@ -22,6 +24,8 @@ tests:
       - CONFIG_CBPRINTF_FP_SUPPORT=y
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_FPU=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_fp_align_offset:
     filter: CONFIG_CPU_HAS_FPU
@@ -30,6 +34,8 @@ tests:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_COMPILER_OPT="-DCBPRINTF_PACKAGE_ALIGN_OFFSET=1"
       - CONFIG_FPU=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_long_double:
     filter: CONFIG_CPU_HAS_FPU
@@ -39,6 +45,8 @@ tests:
       - CONFIG_CBPRINTF_PACKAGE_LONGDOUBLE=y
       - CONFIG_FPU=y
       - CONFIG_MINIMAL_LIBC=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_long_double_align_offset:
     filter: CONFIG_CPU_HAS_FPU
@@ -49,22 +57,30 @@ tests:
       - CONFIG_COMPILER_OPT="-DCBPRINTF_PACKAGE_ALIGN_OFFSET=1"
       - CONFIG_FPU=y
       - CONFIG_MINIMAL_LIBC=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_nano:
     extra_configs:
       - CONFIG_CBPRINTF_NANO=y
+    integration_platforms:
+      - native_posix
 
   # Same test but with test compiled as C++
   libraries.cbprintf_package_cpp:
     extra_configs:
       - CONFIG_CPP=y
       - CONFIG_CBPRINTF_COMPLETE=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_no_generic_cpp:
     extra_configs:
       - CONFIG_CPP=y
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_COMPILER_OPT="-DZ_C_GENERIC=0"
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_fp_cpp:
     filter: CONFIG_CPU_HAS_FPU
@@ -73,6 +89,8 @@ tests:
       - CONFIG_CBPRINTF_FP_SUPPORT=y
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_FPU=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_fp_align_offset_cpp:
     filter: CONFIG_CPU_HAS_FPU
@@ -82,6 +100,8 @@ tests:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_COMPILER_OPT="-DCBPRINTF_PACKAGE_ALIGN_OFFSET=1"
       - CONFIG_FPU=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_long_double_cpp:
     filter: CONFIG_CPU_HAS_FPU
@@ -92,6 +112,8 @@ tests:
       - CONFIG_CBPRINTF_PACKAGE_LONGDOUBLE=y
       - CONFIG_FPU=y
       - CONFIG_MINIMAL_LIBC=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_long_double_align_offset_cpp:
     filter: CONFIG_CPU_HAS_FPU
@@ -103,11 +125,15 @@ tests:
       - CONFIG_COMPILER_OPT="-DCBPRINTF_PACKAGE_ALIGN_OFFSET=1"
       - CONFIG_FPU=y
       - CONFIG_MINIMAL_LIBC=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package_nano_cpp:
     extra_configs:
       - CONFIG_CPP=y
       - CONFIG_CBPRINTF_NANO=y
+    integration_platforms:
+      - native_posix
 
   libraries.cbprintf_package.picolibc:
     filter: CONFIG_PICOLIBC_SUPPORTED
@@ -115,6 +141,8 @@ tests:
     extra_configs:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_PICOLIBC=y
+    integration_platforms:
+      - qemu_x86
 
   libraries.cbprintf_package_no_generic.picolibc:
     filter: CONFIG_PICOLIBC_SUPPORTED
@@ -123,6 +151,8 @@ tests:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_COMPILER_OPT="-DZ_C_GENERIC=0"
       - CONFIG_PICOLIBC=y
+    integration_platforms:
+      - qemu_x86
 
   libraries.cbprintf_package_fp.picolibc:
     filter: CONFIG_CPU_HAS_FPU and CONFIG_PICOLIBC_SUPPORTED
@@ -132,6 +162,8 @@ tests:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_FPU=y
       - CONFIG_PICOLIBC=y
+    integration_platforms:
+      - qemu_x86
 
   # Same test but with test compiled as C++
   libraries.cbprintf_package_cpp.picolibc:
@@ -141,6 +173,8 @@ tests:
       - CONFIG_CPP=y
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_PICOLIBC=y
+    integration_platforms:
+      - qemu_x86
 
   libraries.cbprintf_package_no_generic_cpp.picolibc:
     filter: CONFIG_PICOLIBC_SUPPORTED
@@ -150,6 +184,8 @@ tests:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_COMPILER_OPT="-DZ_C_GENERIC=0"
       - CONFIG_PICOLIBC=y
+    integration_platforms:
+      - qemu_x86
 
   libraries.cbprintf_package_fp_cpp.picolibc:
     filter: CONFIG_CPU_HAS_FPU and CONFIG_PICOLIBC_SUPPORTED
@@ -160,3 +196,5 @@ tests:
       - CONFIG_CBPRINTF_COMPLETE=y
       - CONFIG_FPU=y
       - CONFIG_PICOLIBC=y
+    integration_platforms:
+      - qemu_x86
diff --git a/tests/misc/print_format/testcase.yaml b/tests/misc/print_format/testcase.yaml
index 7f1299d6f06..9c4d4caedba 100644
--- a/tests/misc/print_format/testcase.yaml
+++ b/tests/misc/print_format/testcase.yaml
@@ -1,6 +1,5 @@
 common:
   integration_platforms:
-    - native_posix
     - qemu_x86
   harness: console
   harness_config:
diff --git a/tests/subsys/logging/log_backend_init/testcase.yaml b/tests/subsys/logging/log_backend_init/testcase.yaml
index 8134a58eff9..a8f9144f7ec 100644
--- a/tests/subsys/logging/log_backend_init/testcase.yaml
+++ b/tests/subsys/logging/log_backend_init/testcase.yaml
@@ -1,7 +1,7 @@
 tests:
   logging.log_backend_initialization:
     integration_platforms:
-      - native_posix
+      - qemu_x86
     tags:
       - log_core
       - logging
diff --git a/tests/subsys/logging/log_switch_format/testcase.yaml b/tests/subsys/logging/log_switch_format/testcase.yaml
index 28d193032f6..bd0e3a4a0e1 100644
--- a/tests/subsys/logging/log_switch_format/testcase.yaml
+++ b/tests/subsys/logging/log_switch_format/testcase.yaml
@@ -15,8 +15,6 @@ tests:
     integration_platforms:
       - mps2_an385
       - qemu_x86
-      - sam_e70_xplained
-      - qemu_cortex_a53
     extra_args: OVERLAY_CONFIG=overlay_deferred.conf
     # "CONFIG_FULL_LIBC_SUPPORTED" filter was applied
     # because of following chain of dependencies:
@@ -32,8 +30,6 @@ tests:
     integration_platforms:
       - mps2_an385
       - qemu_x86
-      - sam_e70_xplained
-      - qemu_cortex_a53
     filter: CONFIG_FULL_LIBC_SUPPORTED
     extra_configs:
       - CONFIG_REQUIRES_FULL_LIBC=y
@@ -42,8 +38,6 @@ tests:
     integration_platforms:
       - mps2_an385
       - qemu_x86
-      - sam_e70_xplained
-      - qemu_cortex_a53
     filter: CONFIG_FULL_LIBC_SUPPORTED
     extra_configs:
       - CONFIG_REQUIRES_FULL_LIBC=y
diff --git a/tests/ztest/base/testcase.yaml b/tests/ztest/base/testcase.yaml
index e4a289dc775..4ac55a1dc55 100644
--- a/tests/ztest/base/testcase.yaml
+++ b/tests/ztest/base/testcase.yaml
@@ -19,7 +19,7 @@ tests:
     extra_configs:
       - CONFIG_TEST_USERSPACE=y
     integration_platforms:
-      - native_posix
+      - qemu_x86
   testing.ztest.base.verbose_1:
     extra_args: CONF_FILE=prj_verbose_1.conf
     integration_platforms: